Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9311552 | 0.9341472 | 0.9871795 | 0.8966937 | NA |
| bt | 0.7864644 | 0.9787010 | 0.8666851 | 0.6165685 | NA |
| maxnet | 0.6592765 | 0.9828274 | 0.7691940 | 0.4116305 | NA |
| gam | 0.7269545 | 0.9723235 | 0.7778248 | 0.4290271 | 0.1767169 |
| glm | 0.7047841 | 0.8918010 | 0.7308306 | 0.4044412 | 0.1909342 |
Variable Importance